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ResearchFormerly WizWand

Light Field Super-Resolution on STFgantry 7x7 SAIs (test)

32.96PSNRSkimLFSR
29.403230.326631.2532.1734Jul 22, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SkimLFSRTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x72024.0732.960.9631
SkimLFSR (b)Training Protocol=Ablation Study (7x7), Angular Resolution=7x72024.0732.850.9628
SkimLFSR (a)Training Protocol=Ablation Study (7x7), Angular Resolution=7x72024.0732.810.9625
SkimLFSR (c)Training Protocol=Ablation Study (7x7), Angular Resolution=7x72024.0732.810.9626
SkimLFSR (e)Training Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0732.730.961
SkimLFSR (d)Training Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0732.710.961
M2MT-NetTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x72024.0732.680.9606
SkimLFSR (f)Training Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0732.660.9602
LF-DETTraining Protocol=Trained on 7x7 SAIs, Angular Resolution=7x72024.0732.570.9604
EPITTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0732.40.9585
LF-DETTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0732.140.9567
LFMambaTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0731.550.9535
LFTTraining Protocol=Cross-resolution (5x5 -> 7x7), Angular Resolution=7x72024.0729.540.922